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• ▲ Markus Apel

  Access Materials Science
  2.69k

  citations

  29

  h-index

  50

  Aachen papers
• ▲ Shahed Rezaei

  Access Engineering
  2.21k

  citations

  27

  h-index

  29

  Aachen papers
• ▲ Janin Eiken

  Access Engineering
  1.83k

  citations

  21

  h-index

  13

  Aachen papers
• ▲ Gottfried M. LASCHET

  Access Engineering
  818

  citations

  16

  h-index

  13

  Aachen papers
• ▲ Lukas Koschmieder

  Access Materials Science
  43

  citations

  3

  h-index

  6

  Aachen papers
• ▲ Kianoosh Taghikhani

  Access · RWTH Aachen University Physics and Astronomy
  25

  citations

  3

  h-index

  4

  Aachen papers

6 results

• Mixed formulation of physics‐informed neural networks for thermo‐mechanically coupled systems and heterogeneous domains

  2023 International Journal for Numerical Methods in Engineering article Physics and Astronomy Model Reduction and Neural Networks Open access

  98

  citations
• A Finite Operator Learning Technique for Mapping the Elastic Properties of Microstructures to Their Mechanical Deformations

  2024 International Journal for Numerical Methods in Engineering article Physics and Astronomy Model Reduction and Neural Networks Open access

  27

  citations
• Neural‐Initialized Newton: Accelerating Nonlinear Finite Elements via Operator Learning

  2026 International Journal for Numerical Methods in Engineering article Physics and Astronomy Model Reduction and Neural Networks Open access

  1

  citations
• Effective Local, Crystallization Degree and Microstructure Dependent Thermo‐Elastic Properties of an Injection Molded i‐ PP Component via a Multiscale Approach and Their Impact on Warpage Simulations

  2025 Journal of Applied Polymer Science article Engineering Injection Molding Process and Properties

  1

  citations
• Supporting AI Readiness Through Digital Workflows in Materials Science

  2026 Advanced Engineering Materials article Decision Sciences Scientific Computing and Data Management Open access

  1

  citations

5 results